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Azure Machine Learning Model Management Service MCP Config

These APIs allow end users to manage Azure Machine Learning Models, Images, Profiles, and Services.

Config URL

Use this URL in any MCP-compatible client to fetch the config automatically.

https://mcpbridge.org/config/azure-com-machinelearningservices-modelmanagement.json
Download JSONClaude Desktop Setup

One-Click Install

Copy the snippet for your MCP client and paste it in — zero editing required.

Claude Desktop

Add to claude_desktop_config.json

{
  "mcpServers": {
    "azure-com-machinelearningservices-modelmanagement": {
      "command": "npx",
      "args": [
        "-y",
        "@mcp/azure-com-machinelearningservices-modelmanagement"
      ],
      "env": {
        "AZURE_MACHINE_LEARNING_MODEL_MANAGEMENT_SERVICE_API_KEY": "your_azure_machine_learning_model_management_service_api_key"
      }
    }
  }
}

Cursor

Settings → MCP Servers → Add

{
  "mcpServers": {
    "azure-com-machinelearningservices-modelmanagement": {
      "url": "https://mcpbridge.org/config/azure-com-machinelearningservices-modelmanagement.json"
    }
  }
}

VS Code

Use with MCP extension

{
  "mcpServers": {
    "azure-com-machinelearningservices-modelmanagement": {
      "url": "https://mcpbridge.org/config/azure-com-machinelearningservices-modelmanagement.json"
    }
  }
}

Configuration JSON

Use curl https://mcpbridge.org/config/azure-com-machinelearningservices-modelmanagement.json to fetch programmatically.

{
  "mcpServers": {
    "azure-com-machinelearningservices-modelmanagement": {
      "command": "npx",
      "args": ["-y","@mcp/azure-com-machinelearningservices-modelmanagement"],
      "env": {
      "AZURE_MACHINE_LEARNING_MODEL_MANAGEMENT_SERVICE_API_KEY": "your_azure_machine_learning_model_management_service_api_key"
}
    }
  }
}

How to Use

Claude Desktop

Paste the config JSON into your claude_desktop_config.json.

Full instructions →

Cursor

Go to Cursor Settings → MCP Servers → Add with the JSON above.

CLI / curl

Fetch the config programmatically:

curl https://mcpbridge.org/config/azure-com-machinelearningservices-modelmanagement.json

Environment Variables

AZURE_MACHINE_LEARNING_MODEL_MANAGEMENT_SERVICE_API_KEY

Replace your_azure_machine_learning_model_management_service_api_key with your actual azure machine learning model management service api key

Endpoints

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets

Query the list of Assets in a workspace.

POST/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets

Create an Asset.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets/{id}

Get an Asset.

DELETE/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets/{id}

Delete an Asset.

PATCH/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets/{id}

Update an Asset.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles

Get a list of Image Profiles.

POST/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles

Create a Profile.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles/{id}

Get a Profile.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models

Query the list of Models in a workspace.

POST/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models

Register a model.

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Azure Machine Learning Model Management ServiceMCP Server Details →